{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Conservation_Laws.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "julia",
      "display_name": "Julia"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "For equation:\n",
        "$$\n",
        "\\left\\{\\begin{array}{l}\n",
        "u_{t}+f(u)_{x}=0 \\\\\n",
        "u(x, 0)=u^{0}(x)\n",
        "\\end{array}\\right.\n",
        "$$\n",
        "\n",
        "numerical scheme\n",
        "$$\n",
        "u_{j}^{n+1}=u_{j}^{n}-\\frac{\\Delta t}{\\Delta x}\\left[\\hat{f}_{j+1 / 2}-\\hat{f}_{j-1 / 2}\\right]\n",
        "$$"
      ],
      "metadata": {
        "id": "ZNMdZyvC9HmB"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "erJ7bkEtLrCF",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "afa0dde6-e5c7-4bc0-9eb9-b8c19489674f"
      },
      "source": [
        "using PyPlot\n",
        "N = 100\n",
        "Nt = 101\n",
        "\n",
        "dx = 1/N\n",
        "dt = 1/(Nt-1)\n",
        "\n",
        "x = Vector(0:dx:1-dx)\n",
        "\n",
        "# initial condition u0=sin(2\\pi x)\n",
        "u0 = sinpi.(2 .* x)\n",
        "\n",
        "# Periodic boundary\n",
        "handleleft(u,i) = (i==1) ? u[end] : u[i-1]\n",
        "handleright(u,i) = (i==length(u)) ? u[1] : u[i+1]\n",
        "\n",
        "# burger's equation\n",
        "# ∂u/∂t + ∂f(u)/∂x = 0\n",
        "# where f(u) = u^2/2\n",
        "f(u) = u^2/2\n",
        "# f'(u), Jacobian of f(u)\n",
        "Jf(u) = u \n",
        "\n",
        "# explicit finite volume method\n",
        "function solve_fvm()\n",
        "    sol = zeros(length(u0),Nt)\n",
        "    sol[:,1] = copy(u0)\n",
        "    du = Float64.(similar(u0))\n",
        "    @inbounds for ti in 2:Nt # Eliminates array bounds checking within expressions\n",
        "        update!(du,sol[:,ti-1])\n",
        "        sol[:,ti] = sol[:,ti-1] + dt .* du\n",
        "    end\n",
        "    return sol\n",
        "end\n",
        "\n",
        "# (u^{n+1} - u^{n})/dt + (F_{i+1/2} - F_{i-1/2})/dx = 0\n",
        "# F_{i+1/2} = Flux(u_{i}, u_{i+1})\n",
        "# F_{i-1/2} = Flux(u_{i-1}, u_{i})\n",
        "function update!(du, u)\n",
        "    @inbounds for i in 1:length(u) \n",
        "        du[i] = - (Flux(u[i], handleright(u,i)) - Flux(handleleft(u,i),u[i]))/dx\n",
        "    end\n",
        "end\n",
        "\n",
        "# plot function\n",
        "function myplot(sol)\n",
        "    begin\n",
        "        plot(x,sol[:,1], label=\"t=$((1-1)*dt)\")\n",
        "        plot(x,sol[:,21], label=\"t=$((21-1)*dt)\")\n",
        "        plot(x,sol[:,41], label=\"t=$((41-1)*dt)\")\n",
        "        plot(x,sol[:,61], label=\"t=$((61-1)*dt)\")\n",
        "        plot(x,sol[:,81], label=\"t=$((81-1)*dt)\")\n",
        "        plot(x,sol[:,101], label=\"t=$((101-1)*dt)\")\n",
        "        legend()\n",
        "        grid()\n",
        "        show()\n",
        "    end\n",
        "    return\n",
        "end"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "myplot (generic function with 1 method)"
            ]
          },
          "metadata": {},
          "execution_count": 1
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Unstable Flux\n",
        "# F_{i+1/2} = 0.5*(f(u_{i}) + f(u_{i+1}))\n",
        "function Flux(ul, ur)\n",
        "    return 0.5*(f(ul)+f(ur))\n",
        "end\n",
        "\n",
        "sol = solve_fvm()\n",
        "myplot(sol)"
      ],
      "metadata": {
        "id": "ZQ7LVfX29ocV",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 430
        },
        "outputId": "4375533d-04b8-4710-9c8e-c55c5b0aecba"
      },
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Figure(PyObject <Figure size 640x480 with 1 Axes>)"
            ],
            "image/png": 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"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Godunov's scheme\n",
        "# F_{i+1/2} = u_{i+1} > u_{i} : min(f(u_{i}), f(u_{i+1})) ? max(f(u_{i}), f(u_{i+1}))\n",
        "function Flux(ul, ur)\n",
        "    return ur>ul ? min(f(ul), f(ur)) : max(f(ul), f(ur))\n",
        "end\n",
        "\n",
        "sol = solve_fvm()\n",
        "myplot(sol)"
      ],
      "metadata": {
        "id": "Hupdq5JB9rjr",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 430
        },
        "outputId": "37f9aff9-bda3-40e0-d4b5-ea5959cb2261"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Figure(PyObject <Figure size 640x480 with 1 Axes>)"
            ],
            "image/png": 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"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Lax–Friedrichs scheme\n",
        "# F_{i+1/2} = 0.5*(f(u_{i}), f(u_{i+1}) - α*(u_{i}-u_{i+1}))\n",
        "# α = max_u|f'(u)|\n",
        "α = maximum(abs.(Jf.(u0)))\n",
        "function Flux(ul, ur)\n",
        "    return 0.5*(f(ul)+f(ur) - α*(ur-ul))\n",
        "end\n",
        "\n",
        "sol = solve_fvm()\n",
        "myplot(sol)"
      ],
      "metadata": {
        "id": "x6ETlMNd9wHj",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 430
        },
        "outputId": "f1bb2f16-7473-47a6-e01c-777b4d50a5e0"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Figure(PyObject <Figure size 640x480 with 1 Axes>)"
            ],
            "image/png": 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"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Local Lax–Friedrichs scheme\n",
        "# F_{i+1/2} = 0.5*( f(u_{i}) + f(u_{i+1}) - α*(u_{i}-u_{i+1}) )\n",
        "# α = max_{ul,ur}|f'(u)|\n",
        "α_f(ul,ur) = max(abs(Jf(ul)), abs(Jf(ur)))\n",
        "function Flux(ul, ur)\n",
        "    return 0.5*(f(ul)+f(ur) - α_f(ul,ur)*(ur-ul))\n",
        "end\n",
        "\n",
        "sol = solve_fvm()\n",
        "myplot(sol)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 430
        },
        "id": "1I1EZjkw7uPx",
        "outputId": "73aaadb4-3e18-4fa9-865f-15633d559e9e"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Figure(PyObject <Figure size 640x480 with 1 Axes>)"
            ],
            "image/png": 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"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Roe Scheme\n",
        "# F_{i+1/2} = α >= 0 : f(u_{i}) ? f(u_{i+1})\n",
        "# α = (f(u_{i+1}) - f(u_{i}))/(u_{i+1} - u_{i})\n",
        "function Flux(ul, ur)\n",
        "    return (f(ur)-f(ul))/(ur-ul)>=0 ? f(ul) : f(ur)\n",
        "end\n",
        "\n",
        "sol = solve_fvm()\n",
        "myplot(sol)"
      ],
      "metadata": {
        "id": "h1kto82E_mdX",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 430
        },
        "outputId": "f78151fb-bd55-4d2a-b153-2f5d2deb96e8"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Figure(PyObject <Figure size 640x480 with 1 Axes>)"
            ],
            "image/png": 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"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#  Engquist-Osher Scheme\n",
        "# F_{i+1/2} = f⁺(u_{i}) + f⁻(u_{i+1})\n",
        "# f⁺(u) = \\int_{0}^{u} max(f'(u),0)du + f(0)\n",
        "# f⁻(u) = \\int_{0}^{u} min(f'(u),0)du\n",
        "# note f'(u) = u, so we could write the integrate explicily\n",
        "# or use some numerical method to compute the integrate like QuadGK.jl\n",
        "f⁺(u) = u>0 ? u^2/2 : 0\n",
        "f⁻(u) = u<0 ? u^2/2 : 0\n",
        "\n",
        "function Flux(ul, ur)\n",
        "    return f⁺(ul) +  f⁻(ur)\n",
        "end\n",
        "\n",
        "sol = solve_fvm()\n",
        "myplot(sol)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 430
        },
        "id": "jlsrudeG74lj",
        "outputId": "6f5c5046-cbd2-4853-ef82-a92479b36346"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Figure(PyObject <Figure size 640x480 with 1 Axes>)"
            ],
            "image/png": 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"
          },
          "metadata": {}
        }
      ]
    }
  ]
}
